SOTAVerified

Salient Object Detection

Papers

Showing 2650 of 527 papers

TitleStatusHype
Unconstrained Salient and Camouflaged Object Detection0
Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection0
Deep Fourier-embedded Network for Bi-modal Salient Object DetectionCode1
Transforming Static Images Using Generative Models for Video Salient Object Detection0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks0
United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
LFSamba: Marry SAM with Mamba for Light Field Salient Object DetectionCode0
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images0
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object DetectionCode1
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks0
SSFam: Scribble Supervised Salient Object Detection FamilyCode1
Pluralistic Salient Object Detection0
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection0
SODAWideNet++: Combining Attention and Convolutions for Salient Object DetectionCode0
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
Depth-guided Texture Diffusion for Image Semantic Segmentation0
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image SegmentationCode3
Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object DetectionCode2
PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Improving Unsupervised Video Object Segmentation via Fake Flow Generation0
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
FIPGNet:Pyramid grafting network with feature interaction strategies0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95Unverified
2FOCUSS-measure0.94Unverified
3SelfReformer-SwinS-measure0.94Unverified
4EVPv2S-measure0.94Unverified
5SelfReformerS-measure0.94Unverified
6EVPv1S-measure0.94Unverified
7LDF(ours)S-measure0.92Unverified
8F3NetS-measure0.92Unverified
9RCSBS-measure0.92Unverified
10F3NetS-measure0.92Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9Unverified
2SAM2-UNetS-measure0.89Unverified
3EVPv2S-measure0.88Unverified
4EVPv1S-measure0.88Unverified
5SelfReformer-SwinS-measure0.88Unverified
6SelfReformerS-measure0.87Unverified
7LDF(ours)S-measure0.86Unverified
8RCSBS-measure0.85Unverified
9F3NetS-measure0.85Unverified
10F3NetS-measure0.83Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94Unverified
2FOCUSS-measure0.94Unverified
3SelfReformer-SwinS-measure0.93Unverified
4EVPv1S-measure0.93Unverified
5SelfReformerS-measure0.93Unverified
6LDFS-measure0.92Unverified
7RCSBS-measure0.92Unverified
8F3NetS-measure0.92Unverified
9U2NetMAE0.03Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88Unverified
2FOCUSS-measure0.87Unverified
3EVPv2S-measure0.86Unverified
4SelfReformer-SwinS-measure0.86Unverified
5SelfReformerS-measure0.86Unverified
6F3NetS-measure0.84Unverified
7LDFS-measure0.84Unverified
8RCSBS-measure0.82Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93Unverified
2FOCUSSmeasure0.93Unverified
3SelfReformer-SwinSmeasure0.92Unverified
4EVPv2Smeasure0.92Unverified
5SelfReformerSmeasure0.91Unverified
6LDF(ResNet-50)Smeasure0.89Unverified
7F3NetSmeasure0.89Unverified
8RCSBSmeasure0.88Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7Unverified